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2020 – today
- 2024
[i1]Maria Correia de Verdier, Rachit Saluja, Louis Gagnon, Dominic LaBella, Ujjwal Baid, Nourel Hoda Tahon, Martha Foltyn-Dumitru, Jikai Zhang, Maram Alafif, Saif Baig, Ken Chang, Gennaro D'Anna, Lisa Deptula, Diviya Gupta, Muhammad Ammar Haider, Ali Hussain, Michael Iv, Marinos Kontzialis, Paul Manning, Farzan Moodi, Teresa Nunes, Aaron Simon, Nico Sollmann, David Vu, Maruf Adewole, Jake Albrecht, Udunna Anazodo, Rongrong Chai, Verena Chung, Shahriar Faghani, Keyvan Farahani, Anahita Fathi Kazerooni, Juan Eugenio Iglesias, Florian Kofler, Hongwei Li, Marius George Linguraru, Bjoern H. Menze, Ahmed W. Moawad, Yury Velichko, Benedikt Wiestler, Talissa Altes, Patil Basavasagar, Martin Bendszus, Gianluca Brugnara, Jaeyoung Cho, Yaseen Dhemesh, Brandon K. K. Fields, Filip Garrett, Jaime Gass, Lubomir M. Hadjiiski, Jona A. Hattangadi-Gluth, Christopher Hess, Jessica L. Houk, Edvin Isufi, Lester J. Layfield, George Mastorakos, John Mongan, Pierre Nedelec, Uyen Nguyen, Sebastian Oliva, Matthew W. Pease, Aditya Rastogi, Jason Sinclair, Robert X. Smith, Leo P. Sugrue, Jonathan Thacker, Igor Vidic, Javier E. Villanueva-Meyer, Nathan S. White, Mariam Aboian, Gian Marco Conte, Anders M. Dale, Mert R. Sabuncu, Tyler M. Seibert, Brent Weinberg, Aly H. Abayazeed, Raymond Y. Huang, Sevcan Turk, Andreas M. Rauschecker, Nikdokht Farid, Philipp Vollmuth, Ayman Nada, Spyridon Bakas, Evan Calabrese, Jeffrey D. Rudie:
The 2024 Brain Tumor Segmentation (BraTS) Challenge: Glioma Segmentation on Post-treatment MRI. CoRR abs/2405.18368 (2024)- 2023
- [c153]Jonathan Clever, Lubomir M. Hadjiiski, Heang-Ping Chan
, Richard H. Cohan, Elaine M. Caoili, Kenny H. Cha, Ravi Samala, Chuan Zhou:
Bladder cancer segmentation using U-Net-based deep-learning. Computer-Aided Diagnosis 2023 - [c152]Aman Kushwaha, Rami F. Mourad, Kevin Heist, Dariya I. Malyarenko, Heang-Ping Chan, Thomas L. Chenevert, Lubomir M. Hadjiiski:
Segmentation of mouse tibia on MRI using deep learning U-Net models. Computer-Aided Diagnosis 2023 - [c151]Di Sun, Lubomir M. Hadjiiski, Heang-Ping Chan, Richard H. Cohan, Elaine M. Caoili, Ajjai Alva, Kenny H. Cha, Ravi K. Samala, Chuan Zhou:
Bladder cancer treatment response assessment in CT urography by using deep-learning and radiomics. Computer-Aided Diagnosis 2023 - [c150]Rain Tarango, Lubomir M. Hadjiiski, Ajjai Alva, Heang-Ping Chan, Richard H. Cohan, Elaine M. Caoili, Kenny H. Cha, Ravi K. Samala, Alon Z. Weizer, Chuan Zhou, Monika Joshi, Yousef Zakharia:
Survival prediction for patients with metastatic urothelial cancer after immunotherapy using machine learning. Computer-Aided Diagnosis 2023 - 2022
- [j11]Chuan Zhou, Heang-Ping Chan, Lubomir M. Hadjiiski, Aamer Chughtai:
Recursive Training Strategy for a Deep Learning Network for Segmentation of Pathology Nuclei With Incomplete Annotation. IEEE Access 10: 49337-49346 (2022) - [c149]Di Sun, Lubomir M. Hadjiiski, Rohan Garje, Yousef Zakharia, Lauren Pomerantz, Monika Joshi, Ajjai Alva, Heang-Ping Chan, Richard H. Cohan, Elaine M. Caoili, Kenny H. Cha, Galina Kirova-Nedyalkova, Matthew S. Davenport, Prasad R. Shankar, Isaac R. Francis, Kimberly Shampain, Nathaniel Meyer, Daniel Barkmeier, Sean Woolen, Phillip L. Palmbos, Alon Z. Weizer, Ravi K. Samala, Chuan Zhou, Martha M. Matuszak:
Effect of computerized decision support on diagnostic accuracy and intra-observer variability in multi-institutional observer performance study for bladder cancer treatment response assessment in CT urography. Computer-Aided Diagnosis 2022 - [c148]Yifan Wang, Chuan Zhou, Heang-Ping Chan, Lubomir M. Hadjiiski, Aamer Chughtai:
Fusion of multiple deep convolutional neural networks (DCNNs) for improved segmentation of lung nodules in CT images. Computer-Aided Diagnosis 2022 - 2021
- [j10]Yoganand Balagurunathan, Andrew Beers, Michael F. McNitt-Gray, Lubomir M. Hadjiiski, Sandy Napel, Dmitry B. Goldgof, Gustavo Pérez, Pablo Arbeláez, Alireza Mehrtash, Tina Kapur, Ehwa Yang, Jung Won Moon, Gabriel Bernardino Perez, Ricard Delgado-Gonzalo, Mohammad Mehdi Farhangi, Amir A. Amini, Renkun Ni, Xue Feng, Aditya Bagari, Kiran Vaidhya, Benjamin Veasey, Wiem Safta, Hichem Frigui, Joseph Enguehard, Ali Gholipour, Laura Silvana Castillo, Laura Alexandra Daza, Paul F. Pinsky, Jayashree Kalpathy-Cramer, Keyvan Farahani:
Lung Nodule Malignancy Prediction in Sequential CT Scans: Summary of ISBI 2018 Challenge. IEEE Trans. Medical Imaging 40(12): 3748-3761 (2021) - [c147]Chuan Zhou, Heang-Ping Chan, Lubomir M. Hadjiiski, Qian Dong:
Deep learning-based risk stratification for treatment management of multiple myeloma with sequential MRI scans. Computer-Aided Diagnosis 2021 - [c146]Lubomir M. Hadjiiski, Monika Joshi, Ajjai Alva, Heang-Ping Chan, Richard H. Cohan, Elaine M. Caoili, Galina Kirova-Nedyalkova, Matthew S. Davenport, Prasad R. Shankar, Isaac R. Francis, Kenny H. Cha, Ravi K. Samala, Phillip L. Palmbos, Alon Z. Weizer:
Multi-institutional observer performance study for bladder cancer treatment response assessment in CT urography with and without computerized decision support. Computer-Aided Diagnosis 2021 - [c145]Ravi K. Samala, Lubomir M. Hadjiiski, Heang-Ping Chan, Chuan Zhou, Jadranka Stojanovska, Prachi Pragya Agarwal, Christopher Fung:
Severity assessment of COVID-19 using imaging descriptors: a deep-learning transfer learning approach from non-COVID-19 pneumonia. Computer-Aided Diagnosis 2021 - [c144]Yifan Wang, Chuan Zhou, Lei Ying, Heang-Ping Chan, Lubomir M. Hadjiiski, Aamer Chughtai, Ella A. Kazerooni:
Reinforced learning from serial CT to improve the early diagnosis of lung cancer in screening. Computer-Aided Diagnosis 2021 - 2020
- [c143]Daniel Hoklai Chapman-Sung, Lubomir M. Hadjiiski, Dhanuj Gandikota, Heang-Ping Chan, Ravi Samala, Elaine M. Caoili, Richard H. Cohan, Alon Z. Weizer, Ajjai Alva, Chuan Zhou:
Convolutional neural network-based decision support system for bladder cancer staging in CT urography: decision threshold estimation and validation. Computer-Aided Diagnosis 2020 - [c142]Michael I. Ivanitskiy, Lubomir M. Hadjiiski, Heang-Ping Chan, Ravi Samala, Richard H. Cohan, Elaine M. Caoili, Alon Z. Weizer, Ajjai Alva, Jun Wei, Chuan Zhou:
Bladder wall segmentation using U-net based deep learning. Computer-Aided Diagnosis 2020 - [c141]Zachary Papanastasopoulos, Ravi K. Samala, Heang-Ping Chan, Lubomir M. Hadjiiski, Chintana Paramagul, Mark A. Helvie, Colleen H. Neal:
Explainable AI for medical imaging: deep-learning CNN ensemble for classification of estrogen receptor status from breast MRI. Computer-Aided Diagnosis 2020 - [c140]Ravi K. Samala, Heang-Ping Chan, Lubomir M. Hadjiiski, Sathvik Koneru:
Hazards of data leakage in machine learning: a study on classification of breast cancer using deep neural networks. Computer-Aided Diagnosis 2020 - [c139]Yifan Wang, Chuan Zhou, Heang-Ping Chan, Lubomir M. Hadjiiski, Jun Wei, Aamer Chughtai, Ella A. Kazerooni:
Hybrid deep-learning model for volume segmentation of lung nodules in CT images. Computer-Aided Diagnosis 2020 - [c138]Yuanpin Zhou, Jun Wei, Mark A. Helvie, Heang-Ping Chan, Chuan Zhou, Lubomir M. Hadjiiski, Yao Lu:
Generating high resolution digital mammogram from digitized film mammogram with conditional generative adversarial network. Computer-Aided Diagnosis 2020
2010 – 2019
- 2019
- [j9]Chuan Zhou, Heang-Ping Chan, Aamer Chughtai, Smita Patel, Jean Kuriakose, Lubomir M. Hadjiiski, Jun Wei, Ella A. Kazerooni:
Variabilities in Reference Standard by Radiologists and Performance Assessment in Detection of Pulmonary Embolism in CT Pulmonary Angiography. J. Digit. Imaging 32(6): 1089-1096 (2019) - [j8]Ravi K. Samala, Heang-Ping Chan, Lubomir M. Hadjiiski, Mark A. Helvie, Caleb D. Richter, Kenny H. Cha:
Breast Cancer Diagnosis in Digital Breast Tomosynthesis: Effects of Training Sample Size on Multi-Stage Transfer Learning Using Deep Neural Nets. IEEE Trans. Medical Imaging 38(3): 686-696 (2019) - [c137]Dhanuj Gandikota, Lubomir M. Hadjiiski, Heang-Ping Chan, Kenny H. Cha, Ravi Samala, Elaine M. Caoili, Richard H. Cohan, Alon Z. Weizer, Ajjai Alva, Chintana Paramagul, Jun Wei, Chuan Zhou:
Bladder cancer staging in CT urography: estimation and validation of decision thresholds for a radiomics-based decision support system. Computer-Aided Diagnosis 2019: 109500W - [c136]Xiangyuan Ma, Lubomir M. Hadjiiski, Jun Wei, Heang-Ping Chan, Kenny H. Cha, Richard H. Cohan, Elaine M. Caoili, Ravi Samala, Chuan Zhou, Yao Lu:
2D and 3D bladder segmentation using U-Net-based deep-learning. Computer-Aided Diagnosis 2019: 109500Y - [c135]Ravi K. Samala, Heang-Ping Chan, Caleb Richter, Lubomir M. Hadjiiski, Chuan Zhou, Jun Wei:
Analysis of deep convolutional features for detection of lung nodules in computed tomography. Computer-Aided Diagnosis 2019: 109500Q - [c134]Xiangyuan Ma, Caleb Fisher, Jun Wei, Mark A. Helvie, Heang-Ping Chan, Chuan Zhou, Lubomir M. Hadjiiski, Yao Lu:
Multi-path deep learning model for automated mammographic density categorization. Computer-Aided Diagnosis 2019: 109502E - [c133]Eric Wu, Lubomir M. Hadjiiski, Ravi K. Samala, Heang-Ping Chan, Kenny H. Cha, Caleb Richter, Richard H. Cohan, Elaine M. Caoili, Chintana Paramagul, Ajjai Alva, Alon Z. Weizer:
Deep learning based bladder cancer treatment response assessment. Computer-Aided Diagnosis 2019: 109503D - [c132]Ravi K. Samala, Heang-Ping Chan, Lubomir M. Hadjiiski, Chintana Paramagul, Mark A. Helvie, Colleen H. Neal:
Homogenization of breast MRI across imaging centers and feature analysis using unsupervised deep embedding. Computer-Aided Diagnosis 2019: 1095020 - [c131]Chuan Zhou, Qian Dong, Heang-Ping Chan, Erica L. Campagnaro, Jun Wei, Lubomir M. Hadjiiski:
Quantitative MRI biomarker for treatment response assessment of multiple myeloma: robustness evaluation using independent test set of prospective cases. Computer-Aided Diagnosis 2019: 1095047 - 2018
- [c130]Xiangyuan Ma, Jun Wei, Chuan Zhou, Heang-Ping Chan, Lubomir M. Hadjiiski, Yao Lu:
Fully automated pectoral muscle identification on MLO-view mammograms with deep convolutional neural network. IWBI 2018: 1071818 - [c129]Ravi K. Samala, Heang-Ping Chan, Lubomir M. Hadjiiski, Mark A. Helvie, Caleb Richter, Kenny H. Cha:
Cross-domain and multi-task transfer learning of deep convolutional neural network for breast cancer diagnosis in digital breast tomosynthesis. Computer-Aided Diagnosis 2018: 105750Q - [c128]Kenny H. Cha, Lubomir M. Hadjiiski, Heang-Ping Chan, Ravi K. Samala, Richard H. Cohan, Elaine M. Caoili, Alon Z. Weizer, Ajjai Alva:
Bladder cancer treatment response assessment in CT urography using two-channel deep-learning network. Computer-Aided Diagnosis 2018: 105751V - [c127]Marshall N. Gordon, Kenny H. Cha, Lubomir M. Hadjiiski, Heang-Ping Chan, Richard H. Cohan, Elaine M. Caoili, Chintana Paramagul, Ajjai Alva, Alon Z. Weizer:
Bladder cancer treatment response assessment with radiomic, clinical and radiologist semantic features. Computer-Aided Diagnosis 2018: 105751Y - [c126]Chuan Zhou, Hongliu Sun, Heang-Ping Chan, Aamer Chughtai, Jun Wei, Lubomir M. Hadjiiski, Ella A. Kazerooni:
Differentiating invasive and pre-invasive lung cancer by quantitative analysis of histopathologic images. Computer-Aided Diagnosis 2018: 105751H - [c125]Dhanuj Gandikota, Lubomir M. Hadjiiski, Kenny H. Cha, Heang-Ping Chan, Elaine M. Caoili, Richard H. Cohan, Alon Z. Weizer, Ajjai Alva, Chintana Paramagul, Jun Wei, Chuan Zhou:
Bladder cancer staging in CT urography: effect of stage labels on statistical modeling of a decision support system. Computer-Aided Diagnosis 2018: 105752B - [c124]Jun Wei, Songfeng Li, Heang-Ping Chan, Mark A. Helvie, Marilyn A. Roubidoux, Yao Lu, Chuan Zhou, Lubomir M. Hadjiiski, Ravi K. Samala:
Deep convolutional neural network for mammographic density segmentation. Computer-Aided Diagnosis 2018: 105753I - [c123]Caleb D. Richter, Ravi K. Samala, Heang-Ping Chan, Lubomir M. Hadjiiski, Kenny H. Cha:
Generalization error analysis: deep convolutional neural network in mammography. Computer-Aided Diagnosis 2018: 1057520 - [c122]Ravi K. Samala, Heang-Ping Chan, Lubomir M. Hadjiiski, Mark A. Helvie, Caleb Richter, Kenny H. Cha:
Compression of deep convolutional neural network for computer-aided diagnosis of masses in digital breast tomosynthesis. Computer-Aided Diagnosis 2018: 1057521 - [c121]Kenny H. Cha, Lubomir M. Hadjiiski, Heang-Ping Chan, Elaine M. Caoili, Richard H. Cohan, Alon Z. Weizer, Marshall N. Gordon, Ravi K. Samala:
Computer-aided detection of bladder wall thickening in CT urography (CTU). Computer-Aided Diagnosis 2018: 1057529 - 2017
- [c120]Jun Wei, Heang-Ping Chan, Mark A. Helvie, Marilyn A. Roubidoux, Chuan Zhou, Lubomir M. Hadjiiski:
Radiomic modeling of BI-RADS density categories. Computer-Aided Diagnosis 2017: 101340P - [c119]Ravi K. Samala, Heang-Ping Chan, Lubomir M. Hadjiiski, Mark A. Helvie, Renaid B. Kim:
Identifying key radiogenomic associations between DCE-MRI and micro-RNA expressions for breast cancer. Computer-Aided Diagnosis 2017: 101340T - [c118]Lubomir M. Hadjiiski, Heang-Ping Chan, Kenny H. Cha, Ashok Srinivasan, Jun Wei, Chuan Zhou, Mark Prince, Silvana Papagerakis:
Radiomics biomarkers for accurate tumor progression prediction of oropharyngeal cancer. Computer-Aided Diagnosis 2017: 101341Z - [c117]Marshall Gordon, Lubomir M. Hadjiiski, Kenny H. Cha, Heang-Ping Chan, Ravi Samala, Richard H. Cohan, Elaine M. Caoili:
Segmentation of inner and outer bladder wall using deep-learning convolutional neural network in CT urography. Computer-Aided Diagnosis 2017: 1013402 - [c116]Kenny H. Cha, Lubomir M. Hadjiiski, Heang-Ping Chan, Elaine M. Caoili, Richard H. Cohan, Alon Z. Weizer, Ravi K. Samala:
Computer-aided detection of bladder masses in CT urography (CTU). Computer-Aided Diagnosis 2017: 1013403 - [c115]Kenny H. Cha, Lubomir M. Hadjiiski, Heang-Ping Chan, Ravi K. Samala, Richard H. Cohan, Elaine M. Caoili, Chintana Paramagul, Ajjai Alva, Alon Z. Weizer:
Bladder cancer treatment response assessment using deep learning in CT with transfer learning. Computer-Aided Diagnosis 2017: 1013404 - [c114]Chuan Zhou, Heang-Ping Chan, Jun Wei, Lubomir M. Hadjiiski, Aamer Chughtai, Ella A. Kazerooni:
Quantitative analysis of CT attenuation distribution patterns of nodule components for pathologic categorization of lung nodules. Computer-Aided Diagnosis 2017: 1013422 - 2016
- [j7]Lubomir M. Hadjiiski, Jordan Liu, Heang-Ping Chan, Chuan Zhou, Jun Wei, Aamer Chughtai, Jean Kuriakose, Prachi Pragya Agarwal, Ella A. Kazerooni:
Best-Quality Vessel Identification Using Vessel Quality Measure in Multiple-Phase Coronary CT Angiography. Comput. Math. Methods Medicine 2016: 1835297:1-1835297:13 (2016) - [j6]Hyun-chong Cho, Lubomir M. Hadjiiski, Berkman Sahiner, Heang-Ping Chan, Chintana Paramagul, Mark A. Helvie, Alexis V. Nees, Hyun Chin Cho:
A Similarity Study of Interactive Content-Based Image Retrieval Scheme for Classification of Breast Lesions. IEICE Trans. Inf. Syst. 99-D(6): 1663-1670 (2016) - [c113]Ravi K. Samala, Heang-Ping Chan, Lubomir M. Hadjiiski, Kenny H. Cha, Mark A. Helvie:
Deep-learning convolution neural network for computer-aided detection of microcalcifications in digital breast tomosynthesis. Computer-Aided Diagnosis 2016: 97850Y - [c112]Trevor Exell, Lubomir M. Hadjiiski, Heang-Ping Chan, Kenny H. Cha, Elaine M. Caoili, Richard H. Cohan, Jun Wei, Chuan Zhou:
Automatic detection of ureter lesions in CT urography. Computer-Aided Diagnosis 2016: 97851O - [c111]Sankeerth S. Garapati, Lubomir M. Hadjiiski, Kenny H. Cha, Heang-Ping Chan, Elaine M. Caoili, Richard H. Cohan, Alon Z. Weizer, Ajjai Alva, Chintana Paramagul, Jun Wei, Chuan Zhou:
Automatic staging of bladder cancer on CT urography. Computer-Aided Diagnosis 2016: 97851G - [c110]Ravi K. Samala, Heang-Ping Chan, Lubomir M. Hadjiiski, Ruola Ning, Kenny H. Cha, Mark A. Helvie:
Reference state estimation of breast computed tomography for registration with digital mammography. Computer-Aided Diagnosis 2016: 97851U - [c109]Jun Wei, Chuan Zhou, Heang-Ping Chan, Aamer Chughtai, Prachi Pragya Agarwal, Lubomir M. Hadjiiski, Ella A. Kazerooni:
Computerized flow and vessel wall analyses of coronary arteries for detection of non-calcified plaques in coronary CT angiography. Computer-Aided Diagnosis 2016: 97853U - [c108]Kenny H. Cha, Lubomir M. Hadjiiski, Heang-Ping Chan, Elaine M. Caoili, Richard H. Cohan, Alon Z. Weizer, Chuan Zhou:
Computer-aided detection of bladder mass within non-contrast-enhanced region of CT Urography (CTU). Computer-Aided Diagnosis 2016: 97853W - [c107]Chuan Zhou, Heang-Ping Chan, Lubomir M. Hadjiiski, Aamer Chughtai, Jun Wei, Ella A. Kazerooni:
Automated identification of best-quality coronary artery segments from multiple-phase coronary CT angiography (cCTA) for vessel analysis. Computer-Aided Diagnosis 2016: 978503 - [c106]Kenny H. Cha, Lubomir M. Hadjiiski, Ravi K. Samala, Heang-Ping Chan, Richard H. Cohan, Elaine M. Caoili:
Comparison of bladder segmentation using deep-learning convolutional neural network with and without level sets. Computer-Aided Diagnosis 2016: 978512 - [c105]Ravi K. Samala, Jun Wei, Heang-Ping Chan, Lubomir M. Hadjiiski, Kenny H. Cha, Mark A. Helvie:
First and second-order features for detection of masses in digital breast tomosynthesis. Computer-Aided Diagnosis 2016: 978523 - 2015
- [c104]Jordan Liu, Lubomir M. Hadjiiski, Heang-Ping Chan, Chuan Zhou, Jun Wei, Aamer Chughtai, Jean Kuriakose, Prachi Pragya Agarwal, Ella A. Kazerooni:
Automatic selection of best quality vessels from multiple-phase coronary CT angiography (cCTA). Computer-Aided Diagnosis 2015: 94140E - [c103]Ravi K. Samala, Heang-Ping Chan, Yao Lu, Lubomir M. Hadjiiski, Jun Wei, Mark A. Helvie:
Comparison of computer-aided detection of clustered microcalcifications in digital mammography and digital breast tomosynthesis. Computer-Aided Diagnosis 2015: 94140K - [c102]Jun Wei, Chuan Zhou, Heang-Ping Chan, Aamer Chughtai, Prachi Pragya Agarwal, Jean Kuriakose, Lubomir M. Hadjiiski, Smita Patel, Ella A. Kazerooni:
Quantitative analysis of arterial flow properties for detection of non-calcified plaques in ECG-gated coronary CT angiography. Computer-Aided Diagnosis 2015: 94141H - [c101]Kenny H. Cha, Lubomir M. Hadjiiski, Heang-Ping Chan, Elaine M. Caoili, Richard H. Cohan, Chuan Zhou:
Computer-aided detection of bladder mass within contrast-enhanced region of CTU. Computer-Aided Diagnosis 2015: 94141Q - [c100]Duncan Fairbanks, Lubomir M. Hadjiiski, Chuan Zhou, Heang-Ping Chan, Richard H. Cohan, Elaine M. Caoili, Kenny H. Cha:
Ureter segmentation in CT urography (CTU) by COMPASS with multiscale Hessian enhancement. Computer-Aided Diagnosis 2015: 94141S - [c99]Chuan Zhou, Heang-Ping Chan, Aamer Chughtai, Jean W. Kuriakose, Ella A. Kazerooni, Lubomir M. Hadjiiski, Jun Wei, Smita Patel:
Robustness evaluation of a computer-aided detection system for pulmonary embolism (PE) in CTPA using independent test set from multiple institutions. Computer-Aided Diagnosis 2015: 941408 - [c98]Ravi K. Samala, Heang-Ping Chan, Yao Lu, Lubomir M. Hadjiiski, Jun Wei, Mark A. Helvie:
Digital breast tomosynthesis: application of 2D digital mammography CAD to detection of microcalcification clusters on planar projection image. Computer-Aided Diagnosis 2015: 941418 - [e2]Lubomir M. Hadjiiski, Georgia D. Tourassi:
Medical Imaging 2015: Computer-Aided Diagnosis, Orlando, Florida, United States, 21-26 February 2015. SPIE Proceedings 9414, SPIE 2015, ISBN 9781628415049 [contents] - 2014
- [c97]Jun Wei, Chuan Zhou, Heang-Ping Chan, Aamer Chughtai, Smita Patel, Prachi Pragya Agarwal, Jean Kuriakose, Lubomir M. Hadjiiski, Ella A. Kazerooni:
Computerized luminal analysis for detection of non-calcified plaques in coronary CT angiography. Computer-Aided Diagnosis 2014: 90350R - [c96]Ravi K. Samala, Heang-Ping Chan, Yao Lu, Lubomir M. Hadjiiski, Jun Wei, Mark A. Helvie:
Digital breast tomosynthesis: effects of projection-view distribution on computer-aided detection of microcalcification clusters. Computer-Aided Diagnosis 2014: 90350Y - [c95]Kenny H. Cha, Lubomir M. Hadjiiski, Heang-Ping Chan, Elaine M. Caoili, Richard H. Cohan, Chuan Zhou:
Comparison of CLASS and ITK-SNAP in segmentation of urinary bladder in CT urography. Computer-Aided Diagnosis 2014: 90351F - [c94]Kenny H. Cha, Lubomir M. Hadjiiski, Heang-Ping Chan, Richard H. Cohan, Elaine M. Caoili, Chuan Zhou:
Segmentation of urinary bladder in CT urography (CTU) using CLASS with enhanced contour conjoint procedure. Computer-Aided Diagnosis 2014: 90352P - [c93]David Zick, Lubomir M. Hadjiiski, Heang-Ping Chan, Richard H. Cohan, Elaine M. Caoili, Chuan Zhou, Jun Wei:
COMPASS-based ureter segmentation in CT urography (CTU). Computer-Aided Diagnosis 2014: 90352S - [c92]Chuan Zhou, Heang-Ping Chan, Qian Dong, Bo He, Jun Wei, Lubomir M. Hadjiiski, Daniel Couriel:
Automated identification of spinal cord and vertebras on sagittal MRI. Computer-Aided Diagnosis 2014: 903515 - [c91]Theodore C. Marentis, Lubomir M. Hadjiiski, Amrita R. Chaudhury, Lucas Rondon, Nikolaos Chronis, Heang-Ping Chan:
Surgical retained foreign object (RFO) prevention by computer aided detection (CAD). Computer-Aided Diagnosis 2014: 903529 - [e1]Stephen R. Aylward, Lubomir M. Hadjiiski:
Medical Imaging 2014: Computer-Aided Diagnosis, San Diego, California, United States, 15-20 February 2014. SPIE Proceedings 9035, SPIE 2014, ISBN 9780819498281 [contents] - 2013
- [c90]Berkman Sahiner, Xin He, Weijie Chen, Heang-Ping Chan, Lubomir M. Hadjiiski, Nicholas Petrick:
Neural network training by maximization of the area under the ROC curve: application to characterization of masses on breast ultrasound as malignant or benign. Computer-Aided Diagnosis 2013: 86701M - [c89]Ravi K. Samala, Heang-Ping Chan, Yao Lu, Lubomir M. Hadjiiski, Jun Wei, Berkman Sahiner, Mark A. Helvie:
Detection of microcalcifications in breast tomosynthesis reconstructed with multiscale bilateral filtering regularization. Computer-Aided Diagnosis 2013: 86701L - [c88]Lubomir M. Hadjiiski, Heang-Ping Chan, Luke Niland, Richard H. Cohan, Elaine M. Caoili, Chuan Zhou, Jun Wei:
Computerized segmentation of ureters in CT urography (CTU) using COMPASS. Computer-Aided Diagnosis 2013: 86703B - [c87]Lubomir M. Hadjiiski, Chuan Zhou, Heang-Ping Chan, Aamer Chughtai, Prachi Pragya Agarwal, Jean Kuriakose, Smita Patel, Jun Wei, Ella A. Kazerooni:
Automated registration of coronary arterial trees from multiple phases in coronary CT angiography (cCTA). Computer-Aided Diagnosis 2013: 86703M - [c86]Chuan Zhou, Heang-Ping Chan, Aamer Chughtai, Jun Wei, Lubomir M. Hadjiiski, Prachi Pragya Agarwal, Jean W. Kuriakose, Ella A. Kazerooni:
Automatic identification of origins of left and right coronary arteries in CT angiography for coronary arterial tree tracking and plaque detection. Computer-Aided Diagnosis 2013: 86703L - [c85]Jun Wei, Chuan Zhou, Heang-Ping Chan, Aamer Chughtai, Smita Patel, Prachi Pragya Agarwal, Jean Kuriakose, Lubomir M. Hadjiiski, Ella A. Kazerooni:
Computerized detection of non-calcified plaques in coronary CT angiography: topological soft-gradient detection method for plaque prescreening. Computer-Aided Diagnosis 2013: 867016 - [c84]Chuan Zhou, Heang-Ping Chan, Yanhui Guo, Jun Wei, Aamer Chughtai, Lubomir M. Hadjiiski, Baskaran Sundaram, Smita Patel, Jean W. Kuriakose, Ella A. Kazerooni:
Curved planar reformation and optimal path tracing (CROP) method for false positive reduction in computer-aided detection of pulmonary embolism in CTPA. Computer-Aided Diagnosis 2013: 867035 - [c83]Yanhui Guo, Chuan Zhou, Heang-Ping Chan, Jun Wei, Aamer Chughtai, Baskaran Sundaram, Lubomir M. Hadjiiski, Smita Patel, Ella A. Kazerooni:
Multiscale intensity homogeneity transformation method and its application to computer-aided detection of pulmonary embolism in computed tomographic pulmonary angiography (CTPA). Computer-Aided Diagnosis 2013: 867036 - 2012
- [j5]Chuan Zhou, Heang-Ping Chan, Aamer Chughtai, Smita Patel, Lubomir M. Hadjiiski, Jun Wei, Ella A. Kazerooni:
Automated coronary artery tree extraction in coronary CT angiography using a multiscale enhancement and dynamic balloon tracking (MSCAR-DBT) method. Comput. Medical Imaging Graph. 36(1): 1-10 (2012) - [c82]Lubomir M. Hadjiiski, Heang-Ping Chan, Elaine M. Caoili, Richard H. Cohan:
Segmentation of urinary bladder in CT urography. EMBC 2012: 3978-3981 - [c81]Lubomir M. Hadjiiski, Hyun-chong Cho, Heang-Ping Chan, Berkman Sahiner, Mark A. Helvie, Chintana Paramagul, Alexis V. Nees:
Inter- and Intra-Observer Variability of Radiologists Evaluating CBIR Systems. Digital Mammography / IWDM 2012: 482-489 - [c80]Jun Wei, Heang-Ping Chan, Yao Lu, Lubomir M. Hadjiiski, Chuan Zhou, Mark A. Helvie:
Breast Parenchymal Pattern (BPP) Analysis: Comparison of Digital Mammograms and Breast Tomosynthesis. Digital Mammography / IWDM 2012: 514-520 - [c79]Yao Lu, Heang-Ping Chan, Jun Wei, Lubomir M. Hadjiiski, Chuan Zhou:
Improving Image Quality of Digital Breast Tomosynthesis by Artifact Reduction. Digital Mammography / IWDM 2012: 745-752 - [c78]Lubomir M. Hadjiiski, Heang-Ping Chan, Yuen Law, Richard H. Cohan, Elaine M. Caoili, Hyun-chong Cho, Chuan Zhou, Jun Wei:
Segmentation of urinary bladder in CT Urography (CTU) using CLASS. Computer-Aided Diagnosis 2012: 83150J - [c77]Chuan Zhou, Heang-Ping Chan, Jean W. Kuriakose, Aamer Chughtai, Jun Wei, Lubomir M. Hadjiiski, Yanhui Guo, Smita Patel, Ella A. Kazerooni:
Pulmonary vessel segmentation utilizing curved planar reformation and optimal path finding (CROP) in computed tomographic pulmonary angiography (CTPA) for CAD applications. Computer-Aided Diagnosis 2012: 83150N - [c76]Jun Wei, Heang-Ping Chan, Lubomir M. Hadjiiski, Mark A. Helvie, Chuan Zhou, Yao Lu:
Computer-aided detection of microcalcifications in digital breast tomosynthesis (DBT): a multichannel signal detection approach on projection views. Computer-Aided Diagnosis 2012: 83152D - [c75]Yanhui Guo, Chuan Zhou, Heang-Ping Chan, Jean W. Kuriakose, Aamer Chughtai, Jun Wei, Lubomir M. Hadjiiski, Ella A. Kazerooni:
Automatic seed point identification and main artery segmentation for pulmonary vascular tree segmentation and tracking in computed tomographic pulmonary angiography (CTPA). Computer-Aided Diagnosis 2012: 83152P - [c74]Hyun-chong Cho, Lubomir M. Hadjiiski, Berkman Sahiner, Heang-Ping Chan, Chintana Paramagul, Mark A. Helvie, Alexis V. Nees:
Interactive content-based image retrieval (CBIR) computer-aided diagnosis (CADx) system for ultrasound breast masses using relevance feedback. Computer-Aided Diagnosis 2012: 831509 - [c73]Hyun-chong Cho, Lubomir M. Hadjiiski, Heang-Ping Chan, Berkman Sahiner, Mark A. Helvie, Chintana Paramagul, Alexis V. Nees:
A similarity study between the query mass and retrieved masses using decision tree content-based image retrieval (DTCBIR) CADx system for characterization of ultrasound breast mass images. Computer-Aided Diagnosis 2012: 831528 - 2011
- [c72]Chuan Zhou, Heang-Ping Chan, Jean W. Kuriakose, Aamer Chughtai, Lubomir M. Hadjiiski, Jun Wei, Smita Patel, Ella A. Kazerooni:
Computerized detection of pulmonary embolism in computed tomographic pulmonary angiography (CTPA): improvement of vessel segmentation. Computer-Aided Diagnosis 2011: 79630L - [c71]Hyun-chong Cho, Lubomir M. Hadjiiski, Berkman Sahiner, Heang-Ping Chan, Mark A. Helvie, Alexis V. Nees, Chintana Paramagul:
Similarity evaluation between query and retrieved masses using a content-based image retrieval (CBIR) CADx system for characterization of breast masses on ultrasound images: an observer study. Computer-Aided Diagnosis 2011: 79632F - [c70]Yimo Tao, Shih-Chung Ben Lo, Lubomir M. Hadjiiski, Heang-Ping Chan, Matthew T. Freedman:
BI-RADS guided mammographic mass retrieval. Computer-Aided Diagnosis 2011: 79632H - [c69]Jun Wei, Heang-Ping Chan, Berkman Sahiner, Lubomir M. Hadjiiski, Mark A. Helvie, Chuan Zhou, Yao Lu:
Computer-aided detection of breast masses in digital breast tomosynthesis (DBT): improvement of false positive reduction by optimization of object segmentation. Computer-Aided Diagnosis 2011: 796311 - [c68]Jun Wei, Heang-Ping Chan, Mark A. Helvie, Chuan Zhou, Lubomir M. Hadjiiski:
Study of adaptability of breast density analysis system developed for screen film mammograms (SFMs) to full-field digital mammograms (FFDMs): robustness of parenchymal texture analysis. Computer-Aided Diagnosis 2011: 796320 - 2010
- [c67]Jun Wei, Heang-Ping Chan, Chuan Zhou, Mark A. Helvie, Lubomir M. Hadjiiski, Berkman Sahiner:
Association of a mammographic parenchymal pattern (MPP) descriptor with breast cancer risk: a case-control study. Computer-Aided Diagnosis 2010: 76240A - [c66]Chuan Zhou, Heang-Ping Chan, Aamer Chughtai, Smita Patel, Lubomir M. Hadjiiski, Berkman Sahiner, Jun Wei, Ella A. Kazerooni:
Automated segmentation and tracking of coronary arteries in cardiac CT scans: comparison of performance with a clinically used commercial software. Computer-Aided Diagnosis 2010: 76240O - [c65]Heang-Ping Chan, Berkman Sahiner, Jun Wei, Lubomir M. Hadjiiski, Chuan Zhou, Mark A. Helvie:
Digital breast tomosynthesis: computerized detection of microcalcifications in reconstructed breast volume using a 3D approach. Computer-Aided Diagnosis 2010: 76241D - [c64]Lubomir M. Hadjiiski, Heang-Ping Chan, Jun Wei, Berkman Sahiner, Chuan Zhou, Mark A. Helvie:
Digital breast tomosynthesis: feasibility of automated detection of microcalcification clusters on projections views. Computer-Aided Diagnosis 2010: 76241F - [c63]Lubomir M. Hadjiiski, Heang-Ping Chan, Mohannad Ibrahim, Berkman Sahiner, Sachin Gujar, Suresh K. Mukherji:
Interobserver variability effects on computerized volume analysis of treatment response of head and neck lesions in CT. Computer-Aided Diagnosis 2010: 76243G
2000 – 2009
- 2009
- [c62]Heang-Ping Chan, Jun Wei, Berkman Sahiner, Lubomir M. Hadjiiski, Mark A. Helvie:
Comparison of computerized mass detection in digital breast tomosynthesis (DBT) mammograms and conventional mammograms. Computer-Aided Diagnosis 2009: 72600S - [c61]Jing Cui, Berkman Sahiner, Heang-Ping Chan, Jiazheng Shi, Alexis V. Nees, Chintana Paramagul, Lubomir M. Hadjiiski:
A computer-aided diagnosis system for prediction of the probability of malignancy of breast masses on ultrasound images. Computer-Aided Diagnosis 2009: 72600L - [c60]Chuan Zhou, Heang-Ping Chan, Berkman Sahiner, Lubomir M. Hadjiiski, Aamer Chughtai, Smita Patel, Jun Wei, Philip N. Cascade, Ella A. Kazerooni:
Evaluation of computerized detection of pulmonary embolism in independent data sets of computed tomographic pulmonary angiographic (CTPA) scans. Computer-Aided Diagnosis 2009: 72600B - [c59]Jun Wei, Heang-Ping Chan, Chuan Zhou, Yi-Ta Wu, Berkman Sahiner, Lubomir M. Hadjiiski, Mark A. Helvie:
Comparison of breast parenchymal pattern on prior mammograms of breast cancer patients and normal subjects. Computer-Aided Diagnosis 2009: 72602H - [c58]Lubomir M. Hadjiiski, Berkman Sahiner, Heang-Ping Chan, Elaine M. Caoili, Richard H. Cohan, Chuan Zhou:
Automated segmentation of urinary bladder and detection of bladder lesions in multi-detector row CT urography. Computer-Aided Diagnosis 2009: 72603R - 2008
- [j4]Berkman Sahiner, Heang-Ping Chan, Lubomir M. Hadjiiski:
Classifier performance estimation under the constraint of a finite sample size: Resampling schemes applied to neural network classifiers. Neural Networks 21(2-3): 476-483 (2008) - [j3]Berkman Sahiner, Heang-Ping Chan, Lubomir M. Hadjiiski:
Performance Analysis of Three-Class Classifiers: Properties of a 3-D ROC Surface and the Normalized Volume Under the Surface for the Ideal Observer. IEEE Trans. Medical Imaging 27(2): 215-227 (2008) - [c57]Heang-Ping Chan, Jun Wei, Yiheng Zhang, Berkman Sahiner, Lubomir M. Hadjiiski, Mark A. Helvie:
Detection of Masses in Digital Breast Tomosynthesis Mammography: Effects of the Number of Projection Views and Dose. Digital Mammography / IWDM 2008: 279-285 - [c56]Lubomir M. Hadjiiski, Peter Filev, Heang-Ping Chan, Jun Ge, Berkman Sahiner, Mark A. Helvie, Marilyn A. Roubidoux:
Computerized Detection and Classification of Malignant and Benign Microcalcifications on Full Field Digital Mammograms. Digital Mammography / IWDM 2008: 336-342 - [c55]Jiazheng Shi, Berkman Sahiner, Heang-Ping Chan, Lubomir M. Hadjiiski, Jun Ge, Jun Wei:
Breast Mass Classification on Full-Field Digital Mammography and Screen-Film Mammography. Digital Mammography / IWDM 2008: 371-377 - [c54]Mitchell M. Goodsitt, Heang-Ping Chan, Lubomir M. Hadjiiski, Gerald L. LeCarpentier, Paul L. Carson:
Automated Registration of Volumes of Interest for a Combined X-Ray Tomosynthesis and Ultrasound Breast Imaging System. Digital Mammography / IWDM 2008: 463-468 - [c53]Jing Cui, Berkman Sahiner, Heang-Ping Chan, Alexis V. Nees, Chintana Paramagul, Lubomir M. Hadjiiski, Chuan Zhou, Jiazheng Shi:
Design and evaluation of a new automated method for the segmentation and characterization of masses on ultrasound images. Computer-Aided Diagnosis 2008: 69150H - [c52]Chuan Zhou, Heang-Ping Chan, Aamer Chughtai, Smita Patel, Prachi Pragya Agarwal, Lubomir M. Hadjiiski, Berkman Sahiner, Jun Wei, Jun Ge, Ella A. Kazerooni:
Automated segmentation and tracking of coronary arteries in ECG-gated cardiac CT scans. Computer-Aided Diagnosis 2008: 69150O - [c51]Berkman Sahiner, Lubomir M. Hadjiiski, Heang-Ping Chan, Chintana Paramagul, Alexis V. Nees, Mark A. Helvie, Jiazheng Shi:
Concordance of computer-extracted image features with BI-RADS descriptors for mammographic mass margin. Computer-Aided Diagnosis 2008: 69151N - [c50]Lubomir M. Hadjiiski, Berkman Sahiner, Elaine M. Caoili, Richard H. Cohan, Chuan Zhou, Heang-Ping Chan:
Automated detection of ureteral wall thickening on multi-detector row CT urography. Computer-Aided Diagnosis 2008: 69152U - [c49]Jiazheng Shi, Berkman Sahiner, Heang-Ping Chan, Chintana Paramagul, Lubomir M. Hadjiiski, Mark A. Helvie, Yi-Ta Wu, Jun Ge, Yiheng Zhang, Chuan Zhou, Jun Wei:
Breast mass segmentation on dynamic contrast-enhanced magnetic resonance scans using the level set method. Computer-Aided Diagnosis 2008: 69152A - [c48]Heang-Ping Chan, Yi-Ta Wu, Berkman Sahiner, Yiheng Zhang, Jun Wei, Richard H. Moore, Daniel B. Kopans, Mark A. Helvie, Lubomir M. Hadjiiski, Ted Way:
Digital tomosynthesis mammography: comparison of mass classification using 3D slices and 2D projection views. Computer-Aided Diagnosis 2008: 691506 - [c47]Jun Wei, Heang-Ping Chan, Yiheng Zhang, Berkman Sahiner, Chuan Zhou, Jun Ge, Yi-Ta Wu, Lubomir M. Hadjiiski:
Classification of breast masses and normal tissues in digital tomosynthesis mammography. Computer-Aided Diagnosis 2008: 691508 - [c46]Lubomir M. Hadjiiski, Ethan Street, Berkman Sahiner, Sachin Gujar, Mohannad Ibrahim, Heang-Ping Chan, Suresh K. Mukherji:
Volume analysis of treatment response of head and neck lesions using 3D level set segmentation. Computer-Aided Diagnosis 2008: 691512 - [c45]Jun Ge, Heang-Ping Chan, Berkman Sahiner, Chuan Zhou, Mark A. Helvie, Jun Wei, Lubomir M. Hadjiiski, Yiheng Zhang, Yi-Ta Wu, Jiazheng Shi:
Automated detection of breast vascular calcification on full-field digital mammograms. Computer-Aided Diagnosis 2008: 691517 - [c44]Yi-Ta Wu, Berkman Sahiner, Heang-Ping Chan, Jun Wei, Lubomir M. Hadjiiski, Mark A. Helvie, Yiheng Zhang, Jiazheng Shi, Chuan Zhou, Jun Ge, Jing Cui:
Comparison of mammographic parenchymal patterns of normal subjects and breast cancer patients. Computer-Aided Diagnosis 2008: 691520 - [c43]Jing Cui, Berkman Sahiner, Heang-Ping Chan, Chintana Paramagul, Alexis V. Nees, Lubomir M. Hadjiiski, Yi-Ta Wu:
Characterization of posterior acoustic features of breast masses on ultrasound images using artificial neural network. Computer-Aided Diagnosis 2008: 691521 - 2007
- [c42]Berkman Sahiner, Heang-Ping Chan, Lubomir M. Hadjiiski:
Classifier Performance Estimation Under the Constraint of a Finite Sample Size: Resampling Schemes Applied to Neural Network Classifiers. IJCNN 2007: 1762-1766 - [c41]Berkman Sahiner, Lubomir M. Hadjiiski, Heang-Ping Chan, Jiazheng Shi, Ted Way, Philip N. Cascade, Ella A. Kazerooni, Chuan Zhou, Jun Wei:
The effect of nodule segmentation on the accuracy of computerized lung nodule detection on CT scans: comparison on a data set annotated by multiple radiologists. Computer-Aided Diagnosis 2007: 65140L - [c40]Jiazheng Shi, Berkman Sahiner, Heang-Ping Chan, Lubomir M. Hadjiiski, Chuan Zhou, Yi-Ta Wu, Jun Wei:
Pulmonary nodule registration in serial CT scans using rib anatomy and nodule template matching. Computer-Aided Diagnosis 2007: 65140R - [c39]Chuan Zhou, Heang-Ping Chan, Lubomir M. Hadjiiski, Aamer Chughtai, Smita Patel, Philip N. Cascade, Berkman Sahiner, Jun Wei, Jun Ge, Ella A. Kazerooni:
Automated detection of pulmonary embolism (PE) in computed tomographic pulmonary angiographic (CTPA) images: multiscale hierachical expectation-maximization segmentation of vessels and PEs. Computer-Aided Diagnosis 2007: 65142F - [c38]Jun Wei, Berkman Sahiner, Heang-Ping Chan, Lubomir M. Hadjiiski, Marilyn A. Roubidoux, Mark A. Helvie, Jun Ge, Chuan Zhou, Yi-Ta Wu:
Computer-aided detection of breast masses on prior mammograms. Computer-Aided Diagnosis 2007: 651405 - [c37]Lubomir M. Hadjiiski, Ted Way, Berkman Sahiner, Heang-Ping Chan, Philip Cascade, Naama Bogot, Ella A. Kazerooni, Chuan Zhou:
Computer-aided diagnosis for interval change analysis of lung nodule features in serial CT examinations. Computer-Aided Diagnosis 2007: 651411 - [c36]Heang-Ping Chan, Jun Wei, Yiheng Zhang, Richard H. Moore, Daniel B. Kopans, Lubomir M. Hadjiiski, Berkman Sahiner, Marilyn A. Roubidoux, Mark A. Helvie:
Computer-aided detection of masses in digital tomosynthesis mammography: combination of 3D and 2D detection information. Computer-Aided Diagnosis 2007: 651416 - [c35]Yi-Ta Wu, Chuan Zhou, Lubomir M. Hadjiiski, Jiazheng Shi, Jun Wei, Chintana Paramagul, Berkman Sahiner, Heang-Ping Chan:
A dynamic multiple thresholding method for automated breast boundary detection in digitized mammograms. Image Processing 2007: 65122U - [c34]Jun Ge, Heang-Ping Chan, Berkman Sahiner, Yiheng Zhang, Jun Wei, Lubomir M. Hadjiiski, Chuan Zhou:
Digital tomosynthesis mammography: intra- and interplane artifact reduction for high-contrast objects on reconstructed slices using a priori 3D geometrical information. Image Processing 2007: 65124Q - 2006
- [c33]Lubomir M. Hadjiiski, Berkman Sahiner, Elaine M. Caoili, Richard H. Cohan, Heang-Ping Chan:
Automated detection of ureter abnormalities on multi-detector row CT urography. Image Processing 2006: 61441W - [c32]Chuan Zhou, Heang-Ping Chan, Lubomir M. Hadjiiski, Smita Patel, Philip N. Cascade, Berkman Sahiner, Jun Wei, Jun Ge, Ella A. Kazerooni:
Automatic pulmonary vessel segmentation in 3D computed tomographic pulmonary angiographic (CTPA) images. Image Processing 2006: 61444Q - [c31]Jun Wei, Berkman Sahiner, Yiheng Zhang, Heang-Ping Chan, Lubomir M. Hadjiiski, Chuan Zhou, Jun Ge, Yi-Ta Wu:
Regularized discriminate analysis for breast mass detection on full field digital mammograms. Image Processing 2006: 61445P - [c30]Jun Ge, Berkman Sahiner, Heang-Ping Chan, Lubomir M. Hadjiiski, Mark A. Helvie, Chuan Zhou, Jun Wei, Yiheng Zhang:
Computer-aided detection of clustered microcalcifications on full-field digital mammograms: a two-view information fusion scheme for FP reduction. Image Processing 2006: 61445R - [c29]Lubomir M. Hadjiiski, Douglas Drouillard, Heang-Ping Chan, Berkman Sahiner, Mark A. Helvie, Marilyn A. Roubidoux, Chuan Zhou:
Characterization of corresponding microcalcification clusters on temporal pairs of mammograms for interval change analysis: comparison of classifiers. Image Processing 2006: 61445Q - [c28]Berkman Sahiner, Lubomir M. Hadjiiski, Heang-Ping Chan, Chuan Zhou, Jun Wei:
Computerized lung nodule detection on screening CT scans: performance on juxta-pleural and internal nodules. Image Processing 2006: 61445S - [c27]Yi-Ta Wu, Lubomir M. Hadjiiski, Jun Wei, Chuan Zhou, Berkman Sahiner, Heang-Ping Chan:
Computer-aided detection of breast masses on mammograms: bilateral analysis for false positive reduction. Image Processing 2006: 614421 - [c26]Jun Wei, Berkman Sahiner, Lubomir M. Hadjiiski, Heang-Ping Chan, Mark A. Helvie, Marilyn A. Roubidoux, Chuan Zhou, Jun Ge, Yiheng Zhang:
Two-view information fusion for improvement of computer-aided detection (CAD) of breast masses on mammograms. Image Processing 2006: 614424 - 2005
- [c25]Jun Wei, Berkman Sahiner, Lubomir M. Hadjiiski, Heang-Ping Chan, Mark A. Helvie, Marilyn A. Roubidoux, Nicholas Petrick, Jun Ge, Chuan Zhou:
Computer-aided detection of breast masses on mammograms: performance improvement using a dual system. Image Processing 2005 - [c24]Jun Ge, Jun Wei, Lubomir M. Hadjiiski, Berkman Sahiner, Heang-Ping Chan, Mark A. Helvie, Chuan Zhou:
Computer-aided detection of microcalcification clusters on full-field digital mammograms: multiscale pyramid enhancement and false positive reduction using an artificial neural network. Image Processing 2005 - [c23]Berkman Sahiner, Zhanyu Ge, Heang-Ping Chan, Lubomir M. Hadjiiski, Naama Bogot, Philip N. Cascade, Ella A. Kazerooni:
False-positive reduction using Hessian features in computer-aided detection of pulmonary nodules on thoracic CT images. Image Processing 2005 - [c22]Berkman Sahiner, Lubomir M. Hadjiiski, Heang-Ping Chan, Chuan Zhou, Jun Wei:
Comparison of decision tree classifiers with neural network and linear discriminant analysis classifiers for computer-aided diagnosis: a Monte Carlo simulation study. Image Processing 2005 - [c21]Chuan Zhou, Lubomir M. Hadjiiski, Chintana Paramagul, Berkman Sahiner, Heang-Ping Chan, Jun Wei:
Computerized pectoral muscle identification on MLO-view mammograms for CAD applications. Image Processing 2005 - 2004
- [c20]Heang-Ping Chan, Berkman Sahiner, Lubomir M. Hadjiiski:
Sample size and validation issues on the development of CAD systems. CARS 2004: 872-877 - [c19]Jun Wei, Berkman Sahiner, Lubomir M. Hadjiiski, Heang-Ping Chan, Nicholas Petrick, Mark A. Helvie, Chuan Zhou, Zhanyu Ge:
Computer-aided detection of breast masses on full-field digital mammograms: false positive reduction using gradient field analysis. Image Processing 2004 - [c18]Zhanyu Ge, Berkman Sahiner, Heang-Ping Chan, Lubomir M. Hadjiiski, Jun Wei, Naama Bogot, Philip N. Cascade, Ella A. Kazerooni, Chuan Zhou:
Computer-aided detection of lung nodules: false positive reduction using a 3D gradient field method. Image Processing 2004 - [c17]Lubomir M. Hadjiiski, Mark A. Helvie, Berkman Sahiner, Heang-Ping Chan, Marilyn A. Roubidoux, Alexis V. Nees, Nicholas Petrick, Caroline E. Blane, Chintana Paramagul, Janet E. Bailey, Stephanie Patterson, Katherine Klein, Dorit D. Adler, Michelle Foster, Joseph Shen:
ROC study of the effects of computer-aided interval change analysis on radiologists' characterization of breast masses in two-view serial mammograms. Image Processing 2004 - [c16]Berkman Sahiner, Heang-Ping Chan, Lubomir M. Hadjiiski, Marilyn A. Roubidoux, Chintana Paramagul, Mark A. Helvie, Chuan Zhou:
Multimodality CAD: combination of computerized classification techniques based on mammograms and 3D ultrasound volumes for improved accuracy in breast mass characterization. Image Processing 2004 - [c15]Chuan Zhou, Heang-Ping Chan, Berkman Sahiner, Lubomir M. Hadjiiski, Chintana Paramagul:
Computerized multiple image analysis on mammograms: performance improvement of nipple identification for registration of multiple views using texture convergence analyses. Image Processing 2004 - 2003
- [c14]Heang-Ping Chan, Berkman Sahiner, Lubomir M. Hadjiiski, Nicholas Petrick, Chuan Zhou:
Design of three-class classifiers in computer-aided diagnosis: Monte Carlo simulation study. Image Processing 2003 - [c13]Lubomir M. Hadjiiski, Heang-Ping Chan, Berkman Sahiner, Mark A. Helvie, Marilyn A. Roubidoux, Caroline E. Blane, Chintana Paramagul, Nicholas Petrick, Janet E. Bailey, Katherine Klein, Michelle Foster, Stephanie Patterson, Dorit D. Adler, Alexis V. Nees, Joseph Shen:
ROC study: effects of computer-aided diagnosis on radiologists' characterization of malignant and benign breast masses in temporal pairs of mammograms. Image Processing 2003 - [c12]Berkman Sahiner, Aditya Ramachandran, Heang-Ping Chan, Marilyn A. Roubidoux, Lubomir M. Hadjiiski, Mark A. Helvie, Nicholas Petrick, Chuan Zhou:
Three-dimensional active contour model for characterization of solid breast masses on three-dimensional ultrasound images. Image Processing 2003 - [c11]Chuan Zhou, Lubomir M. Hadjiiski, Berkman Sahiner, Heang-Ping Chan, Smita Patel, Philip Cascade, Ella A. Kazerooni, Jun Wei:
Computerized detection of pulmonary embolism in 3D computed tomographic (CT) images: vessel tracking and segmentation techniques. Image Processing 2003 - 2002
- [c10]Metin Nafi Gürcan, Heang-Ping Chan, Berkman Sahiner, Lubomir M. Hadjiiski, Nicholas Petrick, Mark A. Helvie:
Optimal neural network architecture selection: effects on computer-aided detection of mammographic microcalcifications. Image Processing 2002 - [c9]Lubomir M. Hadjiiski, Heang-Ping Chan, Berkman Sahiner, Nicholas Petrick, Mark A. Helvie, Marilyn A. Roubidoux, Metin Nafi Gürcan:
Computer-aided characterization of malignant and benign microcalcification clusters based on the analysis of temporal change of mammographic features. Image Processing 2002 - [c8]Berkman Sahiner, Metin Nafi Gürcan, Heang-Ping Chan, Lubomir M. Hadjiiski, Nicholas Petrick, Mark A. Helvie:
Use of joint two-view information for computerized lesion detection on mammograms: improvement of microcalcification detection accuracy. Image Processing 2002 - 2001
- [j2]Berkman Sahiner, Nicholas Petrick, Heang-Ping Chan, Lubomir M. Hadjiiski, Chintana Paramagul, Mark A. Helvie, Metin N. Gurcan:
Computer-Aided Characterization of Mammographic Masses: Accuracy of Mass Segmentation and Its Effect on Characterization. IEEE Trans. Medical Imaging 20(12): 1275-1284 (2001) - [c7]Metin Nafi Gürcan, Nicholas Petrick, Berkman Sahiner, Heang-Ping Chan, Philip N. Cascade, Ella A. Kazerooni, Lubomir M. Hadjiiski:
Computerized lung nodule detection on thoracic CT images: combined rule-based and statistical classifier for false-positive reduction. Image Processing 2001 - [c6]Lubomir M. Hadjiiski, Berkman Sahiner, Heang-Ping Chan, Nicholas Petrick, Mark A. Helvie, Metin Nafi Gürcan:
Analysis of temporal change of mammographic features for computer-aided characterization of malignant and benign masses. Image Processing 2001 - [c5]Berkman Sahiner, Nicholas Petrick, Heang-Ping Chan, Sophie Paquerault, Mark A. Helvie, Lubomir M. Hadjiiski:
Recognition of lesion correspondence on two mammographic views: a new method of false-positive reduction for computerized mass detection. Image Processing 2001 - 2000
- [c4]Lubomir M. Hadjiiski, Heang-Ping Chan, Berkman Sahiner, Nicholas Petrick, Mark A. Helvie, Sophie Paquerault, Chuan Zhou:
Interval change analysis in temporal pairs of mammograms using a local affine transformation. Image Processing 2000 - [c3]Chuan Zhou, Heang-Ping Chan, Nicholas Petrick, Berkman Sahiner, Mark A. Helvie, Marilyn A. Roubidoux, Lubomir M. Hadjiiski, Mitchell M. Goodsitt:
Computerized image analysis: estimation of breast density on mammograms. Image Processing 2000
1990 – 1999
- 1999
- [j1]Lubomir M. Hadjiiski, Berkman Sahiner, Heang-Ping Chan, Nicholas Petrick, Mark A. Helvie:
Classification of Malignant and Benign Masses Based on Hybrid ART2LDA Approach. IEEE Trans. Medical Imaging 18(12): 1178-1187 (1999) - [c2]Lubomir M. Hadjiiski, Berkman Sahiner, Heang-Ping Chan, Nicholas Petrick, Mark A. Helvie:
Hybrid unsupervised-supervised approach for computerized classification of malignant and benign masses on mammograms. Image Processing 1999 - [c1]Berkman Sahiner, Heang-Ping Chan, Nicholas Petrick, Robert F. Wagner, Lubomir M. Hadjiiski:
Stepwise linear discriminant analysis in computer-aided diagnosis: the effect of finite sample size. Image Processing 1999 - 1996
- [b1]Lubomir M. Hadjiiski:
Application of neural network approach to physical and technical systems. University of Kassel, Germany, 1996, pp. 1-139
Coauthor Index
[c153] [c152] [c151] [c150] [j11] [c149] [c148] [c147] [c146] [c145] [c144] [c143] [c142] [c141] [c140] [c139] [c138] [j9] [j8] [c137] [c136] [c135] [c134] [c133] [c132] [c131] [c130] [c129] [c128] [c127] [c126] [c125] [c124] [c123] [c122] [c121] [c120] [c119] [c118] [c117] [c116] [c115] [c114] [j7] [j6] [c113] [c112] [c111] [c110] [c109] [c108] [c107] [c106] [c105] [c104] [c103] [c102] [c101] [c100] [c99] [c98] [c97] [c96] [c95] [c94] [c93] [c92] [c91] [c90] [c89] [c88] [c87] [c86] [c85] [c84] [c83] [j5] [c82] [c81] [c80] [c79] [c78] [c77] [c76] [c75] [c74] [c73] [c72] [c71] [c70] [c69] [c68] [c67] [c66] [c65] [c64] [c63] [c62] [c61] [c60] [c59] [c58] [j4] [j3] [c57] [c56] [c55] [c54] [c53] [c52] [c51] [c50] [c49] [c48] [c47] [c46] [c45] [c44] [c43] [c42] [c41] [c40] [c39] [c38] [c37] [c36] [c35] [c34] [c33] [c32] [c31] [c30] [c29] [c28] [c27] [c26] [c25] [c24] [c23] [c22] [c21] [c20] [c19] [c18] [c17] [c16] [c15] [c14] [c13] [c12] [c11] [c10] [c9] [c8] [j2] [c7] [c6] [c5] [c4] [c3] [j1] [c2] [c1]
[c141] [c138] [j8] [c134] [c132] [c129] [c124] [c122] [c120] [c119] [j6] [c113] [c110] [c105] [c103] [c98] [c96] [c89] [c81] [c80] [c76] [c74] [c73] [c71] [c69] [c68] [c67] [c65] [c64] [c62] [c59] [c57] [c56] [c51] [c49] [c48] [c45] [c44] [c38] [c36] [c30] [c29] [c26] [c25] [c24] [c19] [c17] [c16] [c13] [c12] [c10] [c9] [c8] [j2] [c6] [c5] [c4] [c3] [j1] [c2]
Jean Kuriakose
aka: Jean W. Kuriakose
aka: Jean W. Kuriakose
[j6] [c90] [c89] [c81] [c74] [c73] [c71] [c69] [c67] [c66] [c65] [c64] [c63] [c62] [c61] [c60] [c59] [c58] [j4] [j3] [c57] [c56] [c55] [c53] [c52] [c51] [c50] [c49] [c48] [c47] [c46] [c45] [c44] [c43] [c42] [c41] [c40] [c39] [c38] [c37] [c36] [c35] [c34] [c33] [c32] [c31] [c30] [c29] [c28] [c27] [c26] [c25] [c24] [c23] [c22] [c21] [c20] [c19] [c18] [c17] [c16] [c15] [c14] [c13] [c12] [c11] [c10] [c9] [c8] [j2] [c7] [c6] [c5] [c4] [c3] [j1] [c2] [c1]
Ravi Samala
aka: Ravi K. Samala
aka: Ravi K. Samala
[c142] [c139] [c138] [j9] [c137] [c136] [c135] [c134] [c131] [c130] [c126] [c125] [c124] [c120] [c118] [c114] [j7] [c112] [c111] [c109] [c107] [c105] [c104] [c103] [c102] [c99] [c98] [c97] [c96] [c93] [c92] [c89] [c88] [c87] [c86] [c85] [c84] [c83] [j5] [c80] [c79] [c78] [c77] [c76] [c75] [c72] [c69] [c68] [c67] [c66] [c65] [c64] [c62] [c60] [c59] [c57] [c55] [c52] [c49] [c48] [c47] [c45] [c44] [c41] [c40] [c39] [c38] [c36] [c35] [c34] [c32] [c31] [c30] [c28] [c27] [c26] [c25] [c24] [c22] [c21] [c19] [c18] [c11]
[c153] [c151] [c150] [j11] [c149] [c148] [c147] [c145] [c144] [c143] [c142] [c139] [c138] [j9] [c137] [c136] [c135] [c134] [c131] [c130] [c126] [c125] [c124] [c120] [c118] [c114] [j7] [c112] [c111] [c109] [c108] [c107] [c104] [c102] [c101] [c100] [c99] [c97] [c95] [c94] [c93] [c92] [c88] [c87] [c86] [c85] [c84] [c83] [j5] [c80] [c79] [c78] [c77] [c76] [c75] [c72] [c69] [c68] [c67] [c66] [c65] [c64] [c60] [c59] [c58] [c53] [c52] [c50] [c49] [c47] [c45] [c44] [c41] [c40] [c39] [c38] [c37] [c35] [c34] [c32] [c31] [c30] [c29] [c28] [c27] [c26] [c25] [c24] [c22] [c21] [c19] [c18] [c16] [c15] [c14] [c12] [c11] [c4] [c3]
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